Conciseness

The body is short, dense, and assumes competence — it never explains concepts Claude already knows — but the routing-to-slate-ar-perfect rule is stated twice ("route to `slate-ar-perfect` instead of making the user assemble..." in the intro and again in the Contract section), and the owner list (status/gate/patch/perf/quality) is also repeated in the Routing section. This matches anchor 4 (efficient with minor instances that could be trimmed) rather than 3, since the redundancy is limited and the rest earns its tokens.

Actionability

The Contract gives a concrete numbered procedure (run slate-ar-status behavior, identify the strongest blocker, choose exactly one owner, run one safe step, report result) and the Routing section maps each concrete condition ("Known correctness failure", "Clear perf target") to a specific named skill. It is not a 5 because no invocation syntax or example commands are shown, leaving minor gaps in copy-paste executability for an instruction-only skill.

Workflow Clarity

The default behavior is a clear 5-step sequence with a read-only inspection checkpoint before any mutating owner and a reporting step, which satisfies "most checkpoints present". It falls short of anchor 5 because there is no explicit validate-on-failure/retry feedback loop after the single step, only an implicit report-then-recommend-next-owner cycle.

Progressive Disclosure

The body is a compact (~45 non-blank lines), well-sectioned document (Contract, Routing, Handoff) with no bundle files and no content that would benefit from being split out — the simple-skill exception applies. There are no references to non-existent files (all mentioned skills are siblings, not paths), so navigation is unambiguous and self-contained.

Specificity

The description lists several concrete actions — "Reads current state", "chooses the best next owner", "runs one safe next step" — within a named domain (Slate v2 Autoresearch), with only minor coverage gaps (it does not enumerate what 'one safe next step' can involve). It falls between anchor 3 (1-2 concrete actions) and anchor 5 (comprehensive coverage), sitting noticeably above the midpoint because three distinct actions are stated, though not comprehensively enough for a 5.

Completeness

The "what" is clear (reads state, chooses next owner, runs one safe step), but the "when" is absent: there is no "Use when..." clause or equivalent explicit trigger guidance, which per the judging guidelines caps completeness at 3. It is not a 4 because the when-condition is neither present nor even weakly stated in the description itself.

Trigger Term Quality

Keywords present are domain-internal ("Slate v2 Autoresearch", "daily driver", "quality/gate/perf/patch/finalize") but natural user phrases like "do the next AR thing" or "continue improving" appear only in the body, not the description, and no synonyms or surface variations are included. This matches anchor 3 (some relevant keywords but missing common variations) rather than 4, since a user would not naturally say most of these terms when invoking the skill.

Distinctiveness Conflict Risk

The "Slate v2 Autoresearch daily driver" framing carves a clear dispatcher niche, and it explicitly enumerates the sub-owners it routes among, making it mostly distinct. It is not a 5 because the description names many sibling owners (quality/gate/perf/patch/finalize) whose triggers overlap with those siblings, leaving minor conflict risk among closely related skills.